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Assessing Vulnerabilities of Deep Learning Explainability in Medical Image Analysis Under Adversarial Settings
Erikson J de Aguiar, Márcus VL Costa, Caetano Traina, Agma JM Traina
A Deep Learning-based Radiomics Approach for COVID-19 Detection from CXR Images using Ensemble Learning Model
Márcus VL Costa, Erikson J de Aguiar, Jonathan S Ramos, Lucas Santiago, Caetano Traina, Agma JM Traina
Security and Privacy in Machine Learning for Health Systems: Strategies and Challenges
Erikson J de Aguiar, Caetano Traina, Agma JM Traina